An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis

Kazuto Sasai, Hiroshi Matsumura, Ryota Fukutani, Gen Kitagata, Tetsuo Kinoshita

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Network management tasks are increasing its complexity because of the development of the IoT environment, virtualization technologies. To keep the safety and security of the network systems, the advances of analysis method for various network data is required for the practical problem-solving. Although many IT tools to support the data analysis works in network management, it is not enough for adaptation to developing environment. Also, the solutions do not consider the knowledge variety of users. In this paper, we propose an agent-based approach for data presentation to support the analysis from multiple aspects in network management works. Concretely, we design the self-organized analysis procedure based on the cooperation among agents and the interactive requirement estimation mechanism to improve the support functions for the diverse of the users’ knowledge. The evaluation experiments show the effectiveness of the prototypical system designed according to the proposed approach.

Original languageEnglish
Title of host publicationComplex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
EditorsFarookh Khadeer Hussain, Leonard Barolli, Makoto Ikeda
PublisherSpringer-Verlag
Pages587-595
Number of pages9
ISBN (Print)9783030223533
DOIs
Publication statusPublished - 2020 Jan 1
Event13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019 - Sydney, Australia
Duration: 2019 Jul 32019 Jul 5

Publication series

NameAdvances in Intelligent Systems and Computing
Volume993
ISSN (Print)2194-5357

Conference

Conference13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019
CountryAustralia
CitySydney
Period19/7/319/7/5

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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  • Cite this

    Sasai, K., Matsumura, H., Fukutani, R., Kitagata, G., & Kinoshita, T. (2020). An Agent-Based Intelligent Data Presentation Mechanism for Multifaceted Analysis. In F. K. Hussain, L. Barolli, & M. Ikeda (Eds.), Complex, Intelligent, and Software Intensive Systems - Proceedings of the 13th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2019 (pp. 587-595). (Advances in Intelligent Systems and Computing; Vol. 993). Springer-Verlag. https://doi.org/10.1007/978-3-030-22354-0_52